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Article

Study on Certification-Driven Fault Detection Threshold Optimization for eVTOL Dual-Motor-Driven Rotor

School of Safety Science and Engineering, Civil Aviation University of China, Tianjin 300300, China
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Author to whom correspondence should be addressed.
Aerospace 2025, 12(11), 973; https://doi.org/10.3390/aerospace12110973
Submission received: 29 August 2025 / Revised: 23 October 2025 / Accepted: 28 October 2025 / Published: 30 October 2025
(This article belongs to the Section Aeronautics)

Abstract

Advances in motor technology and the application of distributed electric propulsion systems have greatly promoted the development of electric vertical take-off and landing aircraft. As a critical safety component of eVTOL aircraft, the motor system design must satisfy both performance requirements and stringent airworthiness standards. This paper studies the lift–thrust unit drive motor system of an eVTOL aircraft and proposes an architecture that utilizes analytical redundancy to enhance system-level reliability. This paper focuses on threshold optimization in analytical redundancy systems. Through simulations and reliability analyses, the performance of the analytical redundancy system is quantified, with false alarm and missed detection probabilities evaluated, fault detection thresholds optimized, and overall system reliability enhanced analytical redundancy systems is improved. Simulation and calculation results demonstrate that the proposed fault detection method can effectively meet the requirements for rapid detection and achieve optimal reliability at the given optimal threshold.
Keywords: electric vertical takeoff and landing vehicle; lift-thrust unit drive motor; fault detection; threshold optimization reliability analysis electric vertical takeoff and landing vehicle; lift-thrust unit drive motor; fault detection; threshold optimization reliability analysis

Share and Cite

MDPI and ACS Style

Ma, L.; Ma, C.; Yang, J. Study on Certification-Driven Fault Detection Threshold Optimization for eVTOL Dual-Motor-Driven Rotor. Aerospace 2025, 12, 973. https://doi.org/10.3390/aerospace12110973

AMA Style

Ma L, Ma C, Yang J. Study on Certification-Driven Fault Detection Threshold Optimization for eVTOL Dual-Motor-Driven Rotor. Aerospace. 2025; 12(11):973. https://doi.org/10.3390/aerospace12110973

Chicago/Turabian Style

Ma, Liqun, Chenchen Ma, and Jianzhong Yang. 2025. "Study on Certification-Driven Fault Detection Threshold Optimization for eVTOL Dual-Motor-Driven Rotor" Aerospace 12, no. 11: 973. https://doi.org/10.3390/aerospace12110973

APA Style

Ma, L., Ma, C., & Yang, J. (2025). Study on Certification-Driven Fault Detection Threshold Optimization for eVTOL Dual-Motor-Driven Rotor. Aerospace, 12(11), 973. https://doi.org/10.3390/aerospace12110973

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